Email
Print
Swarm Intelligence Market Overview
The global Swarm Intelligence Market is estimated to surpass $250
million mark by 2026, growing at an estimated CAGR of more than 38.9% during the
forecast period 2021 to 2026. Swarm
Intelligence is one of artificial intelligence technologies that is used in the
operations where systematic algorithms have to be applied. Increasing usage of
robots, automation and drones which need high performance and high efficiency
is expected to drive the market. Increased adoption of drone swarms in defense
is major factor that drives the market. Rising
demand for swarms in autonomous vehicles and various swarm intelligence such as ant colony optimization, particle swarm optimization as well as artificial fish optimization for parcel
delivery through drones, increasing
adoption of the technology for solving big data problems are some of the
factors for growth of market. The
movement of goods and logistics along different routes increases the
operational costs for business, along with the travel time. This in turn
stimulates the need for analytical models that can be solved through the Swarm
model which in turn drives the demand for the market. These factors are set to boosts the market growth for Swarm
Intelligence during the forecast period 2021-2026.
Report Coverage
The
report: “Swarm Intelligence Market–
Forecast (2021-2026)”, by IndustryARC covers an in-depth analysis of the
following segments of the Swarm Intelligence market.
By Model – Ant Colony Optimization, Particle Swarm
Optimization.
By Application – Robotics, Drones, Human Swarming.
By Capability – Scheduling, Clustering, Optimizing, and Routing.
By End User Industry– Transportation & Logistics, Military &
Defence, Robotics & Automation, Healthcare, Retail, IT and others.
By Geography - North America (U.S, Canada), Europe (Germany, UK,
France, Italy, Spain, Russia and Others), APAC(China, Japan India, SK, Aus and
Others), South America (Brazil, Argentina and Others) and RoW (Middle east and Africa).
Key Takeaways
- The Swarm intelligence market is estimated to witness substantial growth over the forecast period primarily due to the Increasing usage of swarm intelligence for solving the location problems, rising adoption of swarm-based drones in the military is expected to grow in the forecasted period.
- Increased operational cost, high travel times are the major reasons which drive swarm intelligence to resolve the issue which in turn improves the market growth.
- Swarm Intelligence market will have the substantial growth in the North America especially in US region for Defence and military.
Swarm Intelligence Market, By Application, 2020
For More Details on This Report - Request for Sample
Swarm Intelligence Market Segment Analysis – By Application
Swarm
Intelligence Market is segmented based on the application into Robotics,
Drones, and Human Swarming. Robotics segment is expected to hold largest share
in the forecast period with 52% share in 2020. Rising developments of
industries in the recent period is one factors driving the growth. Robots in a swarm can be used to find the target in
such a way that the final distribution is equivalent to the target qualities.
Robots and drones replace the human’s efforts through automation. Robots can be
utilized for many tasks including transports, surveillance, assembly etc. These
are the advantages and driving factor for the market growth of the Swarm
Intelligence.
Swarm Intelligence Market Segment
Analysis – By Model
Swarm Intelligence Market is segmented based on the Models into Ant Colony Optimization and Particle Swarm Optimization. Among these two, Ant Colony optimization is
expected to grow at fastest rate of 44.4% in the forecast period. This ant
colony optimization is used to find the solution for the tedious optimization
problems. It solves the problem of routing in telecommunication network. Ant
colony can be used in dynamic applications, easily adaptable and efficient for
travelling. Ant colony is having the largest market share in 2020 and this
attributes the growth of Swarm intelligence market.
Swarm Intelligence Market Segment Analysis –
By Geography
North America dominates the market with a share of over 45.2%
in 2020. APAC is expected to grow and will have the highest growth rate in the
forecast period. Huge investments in Military and Defence by North America
attributes to the the growth of the market. In APAC, China and Japan are major driving economies for
the growth of swarm intelligence market. Increased adoption of robotics and
drones in turn attributes to the growth. Europe and ROW follow showing substantial
growth during the forecast period due to rising awareness of the capabilities
of swarm intelligence.
Swarm
Intelligence Market Drivers
Increased adoption of Robots and AI in the military and defence sector
Increased deployment of Robots & Drones which
have high efficiency and high accuracy is the major driving factor for the
growth. Increased awareness and usage of drones in the Defence and Military
sectors are attributed to the market growth. Adoption of swarm intelligence in
the transportation for purpose of easy and efficient routing and increasing
implementation of algorithms in big data for the optimizing and for data
manipulation techniques are some for the driving factors for the growth of
swarm intelligence.
Rising Labor Costs amidst the Aging Workforce to Boost the Robotic swarm Demand
The labor cost is highly significant in the total
operating cost, making generally 62%-65% of the total cost. In majority of the
cases, manual jobs typically consist of two categories of staff: direct and
indirect where industries cover an area of more than 2,00,000 square feet.
Direct staff is responsible for executing the process while indirect staff is
for the back-end support for direct staff. The presence of both direct and
indirect staff coupled along with department managers presents a crucial cost
in operating a warehouse. Rise in the hourly wages from $19.6 in 2017 to $22.7
in 2020. Moreover, the average weekly hours have increased 42.11 in 2017 to
39.2 in 2020 that has relatively created stagnant warehouse productivity. As
average hourly earnings will hike further amidst the rising global inflation
with weekly hours to remain constant or decline in the coming years, the
operating costs are bound to advance. Apart from this, the developing nations
have seen a constant growth in the ageing workforce resulting in issues related
to safety, quality control and productivity. Thus, the automation of industries
has become a notable means to tackle the rising wages and workforce age. This
has resulted in the warehouse and industrial operators to rely upon the robotics
to provide a convenient and efficient way of reducing the operational costs
while simultaneously maintaining the productivity at optimum levels. This is
where swarm intelligence comes into the picture.
Swarm
Intelligence Market Challenges
Lack of Technical Expertise
Major challenging factor are lack of technical
expertise including lack for professionals and high initial investments and
technical requirement for deployment for swarm intelligence. High concern for
the data security and privacy, as the data are vulnerable for any cyber-attack
are also market limitations. Lack of awareness about the emerging technologies
in various countries is few market challenges faced.
Swarm
Intelligence Market
Landscape
Swarm intelligence
uses the strategies like expansion, collaboration, partnerships for the market
growth. Swarm intelligence consists of few major players in the market. Sentien
Robotics, Swarm Systems, Swarm Technology, and Unanimous A.I., Valutico,
Axonai, Brainalyzed, Dobots, Enswarm, Hydromea SA, Mobileye, Netbeez,
Power-Blox, Queen B Robotics, Resson Aerospace and others.
Acquisitions/Technology Launches/Partnerships
- In January 2021, SkyGrid, a joint venture between Boeing and Spark Cognition has announced a plan to deploy AI powered cybersecurity system on drones.
Related Reports
Report Code:
ITR 0171
1. Swarm Intelligence Market Overview
1.1 Definitions and Scope
2. Swarm Intelligence Market - Executive Summary
2.1 Market Revenue, Market Size and Key Trends by Company
2.2 Key trends By End Use Industry
2.3 Key trends segmented by Geography
3. Swarm Intelligence Market – Market Landscape
3.1 Comparative Analysis
3.1.1 Product/Company Benchmarking-Top 5 Companies
3.1.2 Top 5 Financial Analysis
3.1.3 Market Value Split by Top 5 Companies
3.1.4 Patent Analysis
3.1.5 Pricing Analysis (Comparison of General Price of Industry Solutions)
4. Swarm Intelligence Market – Industry Market Entry Scenario Premium (Premium)
4.1 Regulatory Scenario
4.2 Ease of Doing Business Index
4.3 Case Studies
4.4 Customer Analysis
5. Swarm Intelligence Market – Startup Company Scenario (Premium)
5.1 Venture Capital and Funding Scenario
5.2 Startup Company Analysis
6. Swarm Intelligence Market - Market Forces
6.1 Market Drivers
6.2 Market Constraints
6.3 Porters five force model
6.3.1 Bargaining power of suppliers
6.3.2 Bargaining powers of customers
6.3.3 Threat of new entrants
6.3.4 Rivalry among existing players
6.3.5 Threat of substitutes
7. Swarm Intelligence Market – By Strategic Analysis (Market Size -$Million/Billion)
7.1 Value Chain Analysis
7.2 Opportunities Analysis
7.3 Product Life Cycle/Market Life Cycle Analysis
8. Swarm Intelligence Market – By Capability(Market Size -$Million/Billion)
8.1 Scheduling
8.2 Cluttering
8.3 Optimizing
8.4 Routing
9. Swarm Intelligence Market – By End Use Industry (Market Size -$Million/Billion)
9.1 Transportation and Logistics
9.2 Military and Defense
9.3 Robotics and Automation
9.4 Healthcare
9.5 Retail
9.6 IT
9.7 Others
10. Swarm Intelligence Market – By Model (Market Size -$Million/Billion)
10.1 Ant Colony Optimization
10.2 Particle Swarm Optimization
11. Swarm Intelligence Market – By Application (Market Size -$Million/Billion)
11.1 Robotics
11.2 Drone
11.3 Human Swarming
12. Swarm Intelligence Market - By Geography (Market Size -$Million/Billion)
12.1 North America
12.1.1 U.S
12.1.2 Canada
12.1.3 Mexico
12.2 Europe
12.2.1 Germany
12.2.2 France
12.2.3 UK
12.2.4 Italy
12.2.5 Spain
12.2.6 Russia
12.2.7 Netherlands
12.2.8 Others
12.3 APAC
12.3.1 China
12.3.2 Japan
12.3.3 South Korea
12.3.4 India
12.3.5 Australia
12.3.6 Indonesia
12.3.7 Malaysia
12.3.8 Others
12.4 South America
12.4.1 Brazil
12.4.2 Argentina
12.4.3 Chile
12.4.4 Colombia
12.4.5 Others
12.5 RoW
12.5.1 Middle East
12.5.2 Africa
13. Swarm Intelligence Market - Market Entropy
13.1 New product launches
13.2 M&A's, collaborations, JVs and partnerships
14. Swarm Intelligence Market – Industry Competitive Landscape (Premium)
14.1 Market Share – Global
14.2 Market Share by Region
14.3 Market Share By End Use Industry
15. Swarm Intelligence Market – Key Company List by Country Premium (Premium)
16. Swarm Intelligence Market - Company Analysis
16.1 Company 1
16.2 Company 2
16.3 Company 3
16.4 Company 4
16.5 Company 5
16.6 Company 6
16.7 Company 7
16.8 Company 8
16.9 Company 9
16.10 Company 10
LIST OF TABLES
1.Global Swarm Intelligence Market By Model Market 2023-2030 ($M)1.1 Ant Colony Optimization Market 2023-2030 ($M) - Global Industry Research
1.2 Particle Swarm Optimization Market 2023-2030 ($M) - Global Industry Research
2.Global Swarm Intelligence Market By Model Market 2023-2030 (Volume/Units)
2.1 Ant Colony Optimization Market 2023-2030 (Volume/Units) - Global Industry Research
2.2 Particle Swarm Optimization Market 2023-2030 (Volume/Units) - Global Industry Research
3.North America Swarm Intelligence Market By Model Market 2023-2030 ($M)
3.1 Ant Colony Optimization Market 2023-2030 ($M) - Regional Industry Research
3.2 Particle Swarm Optimization Market 2023-2030 ($M) - Regional Industry Research
4.South America Swarm Intelligence Market By Model Market 2023-2030 ($M)
4.1 Ant Colony Optimization Market 2023-2030 ($M) - Regional Industry Research
4.2 Particle Swarm Optimization Market 2023-2030 ($M) - Regional Industry Research
5.Europe Swarm Intelligence Market By Model Market 2023-2030 ($M)
5.1 Ant Colony Optimization Market 2023-2030 ($M) - Regional Industry Research
5.2 Particle Swarm Optimization Market 2023-2030 ($M) - Regional Industry Research
6.APAC Swarm Intelligence Market By Model Market 2023-2030 ($M)
6.1 Ant Colony Optimization Market 2023-2030 ($M) - Regional Industry Research
6.2 Particle Swarm Optimization Market 2023-2030 ($M) - Regional Industry Research
7.MENA Swarm Intelligence Market By Model Market 2023-2030 ($M)
7.1 Ant Colony Optimization Market 2023-2030 ($M) - Regional Industry Research
7.2 Particle Swarm Optimization Market 2023-2030 ($M) - Regional Industry Research
LIST OF FIGURES
1.US Swarm Intelligence Market Revenue, 2023-2030 ($M)2.Canada Swarm Intelligence Market Revenue, 2023-2030 ($M)
3.Mexico Swarm Intelligence Market Revenue, 2023-2030 ($M)
4.Brazil Swarm Intelligence Market Revenue, 2023-2030 ($M)
5.Argentina Swarm Intelligence Market Revenue, 2023-2030 ($M)
6.Peru Swarm Intelligence Market Revenue, 2023-2030 ($M)
7.Colombia Swarm Intelligence Market Revenue, 2023-2030 ($M)
8.Chile Swarm Intelligence Market Revenue, 2023-2030 ($M)
9.Rest of South America Swarm Intelligence Market Revenue, 2023-2030 ($M)
10.UK Swarm Intelligence Market Revenue, 2023-2030 ($M)
11.Germany Swarm Intelligence Market Revenue, 2023-2030 ($M)
12.France Swarm Intelligence Market Revenue, 2023-2030 ($M)
13.Italy Swarm Intelligence Market Revenue, 2023-2030 ($M)
14.Spain Swarm Intelligence Market Revenue, 2023-2030 ($M)
15.Rest of Europe Swarm Intelligence Market Revenue, 2023-2030 ($M)
16.China Swarm Intelligence Market Revenue, 2023-2030 ($M)
17.India Swarm Intelligence Market Revenue, 2023-2030 ($M)
18.Japan Swarm Intelligence Market Revenue, 2023-2030 ($M)
19.South Korea Swarm Intelligence Market Revenue, 2023-2030 ($M)
20.South Africa Swarm Intelligence Market Revenue, 2023-2030 ($M)
21.North America Swarm Intelligence By Application
22.South America Swarm Intelligence By Application
23.Europe Swarm Intelligence By Application
24.APAC Swarm Intelligence By Application
25.MENA Swarm Intelligence By Application
26.Overview, Sales /Revenue, 2015-2018 ($Mn/$Bn)
27.Competitive Benchmarking Analysis, Sales /Revenue, 2015-2018 ($Mn/$Bn)
28.Key Players, Sales /Revenue, 2015-2018 ($Mn/$Bn)
29.Key Innovators, Sales /Revenue, 2015-2018 ($Mn/$Bn)